SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1251–1275 of 14581 papers

TitleStatusHype
On Focal Loss for Class-Posterior Probability Estimation: A Theoretical Perspective—0
Your "Flamingo" is My "Bird": Fine-Grained, or NotCode1
Shaping Deep Feature Space towards Gaussian Mixture for Visual Classification—0
Probing Fairness of Mobile Ocular Biometrics Methods Across Gender on VISOB 2.0 Dataset—0
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response—0
Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networksCode0
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive LearningCode1
Multimodal Prototypical Networks for Few-shot Learning—0
C-Learning: Learning to Achieve Goals via Recursive Classification—0
Probing Predictions on OOD Images via Nearest CategoriesCode0
Towards All-around Knowledge Transferring: Learning From Task-irrelevant Labels—0
Neural Semi-supervised Learning for Text Classification Under Large-Scale PretrainingCode1
A Simple Framework to Quantify Different Types of Uncertainty in Deep Neural Networks for Image Classification—0
Semi-supervised Learning of Galaxy Morphology using Equivariant Transformer Variational Autoencoders—0
In-Car driver response classification using Deep Learning (CNN) based Computer VisionCode0
A Transfer Learning Based Active Learning Framework for Brain Tumor Classification—0
Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder—0
Personalized Cardiovascular Disease Risk Mitigation via Longitudinal Inverse Classification—0
Adversarially Robust Classification based on GLRT—0
Theoretical Insights Into Multiclass Classification: A High-dimensional Asymptotic View—0
Redesigning the classification layer by randomizing the class representation vectors—0
Multi-label classification: do Hamming loss and subset accuracy really conflict with each other?Code0
hyper-sinh: An Accurate and Reliable Function from Shallow to Deep Learning in TensorFlow and KerasCode0
Deep multi-modal networks for book genre classification based on its cover—0
Direct Classification of Emotional Intensity—0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1XBNETAccuracy100—Unverified
2MONT3Accuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified